Senior Machine Learning Engineer

About Neara and the Role

At Neara, we are pioneering advanced machine learning to develop physics-informed digital twins of electricity grids worldwide, enabling utilities to simulate extreme weather impacts on their infrastructure before events occur. Our technology spans four continents and aids in risk identification, investment optimization, and enhancing resilience in energy networks.

We pride ourselves on a culture driven by innovation and collaboration, where each team member takes ownership of our mission to create real-world impact through AI and machine learning initiatives.

Primary Responsibilities

• Design innovative methods to reconstruct precise electric network models from incomplete datasets using deep learning and traditional machine learning algorithms.
• Develop and refine automated training pipelines that minimize manual work and accelerate the transition from concept to model evaluation.
• Scale and optimize the deployment of diverse ML models tailored to varying problem characteristics, shortening production timelines.
• Enhance model quality assurance processes to expedite validation and detect data or distribution shifts effectively.
• Handle various data types including LiDAR, aerial imagery, photogrammetry, and GIS data by creating scalable data pipelines for both training and deployment purposes.
• Provide guidance and mentorship to junior engineers, promoting best practices in model training and robust software development.

Essential Qualifications and Skills

• Proven expertise in both machine learning and deep learning methodologies.
• Solid background in software engineering principles and practices.
• Hands-on experience with machine learning frameworks such as PyTorch, TensorFlow, or JAX.
• Exceptional analytical and problem-solving abilities applicable to novel and complex domains.
• Capability to work independently and collaboratively across teams asynchronously on ambiguous problems.
• Self-driven mindset with an eagerness to take ownership and proactively tackle challenges.

Benefits and Work Environment

• Attractive and competitive remuneration package.
• Meaningful employee stock ownership plan (ESOP).
• Flexible working conditions with a fully-equipped office in Redfern, complemented by a diverse snack selection.
• Regular social and professional office events.
• Opportunity to contribute to an innovative and impactful product at the forefront of the energy industry.

Additional Information

Applicants must possess current and unrestricted work authorization in Australia, as visa sponsorship is not available. We are committed to fostering diversity and equitable employment opportunities, welcoming candidates from all backgrounds. Applications through agencies or third-party recruiters will not be considered.